{
  "ticker": {
    "uuid": "78583cb8-d5af-4dfe-94e1-2a8abbbd133f",
    "symbol": "LUMN",
    "name": "Lumen Technologies, Inc.",
    "exchange": "MEX",
    "country": "MX",
    "assetType": "equity"
  },
  "methodBoundary": "Trend Architecture is a weekly structural classification, not a forecast, probability of return, recommendation or execution signal. Confidence measures geometric agreement and external confirmation only.",
  "analysis": {
    "eligible": true,
    "as_of": "2026-08-07",
    "benchmark": "^MXX",
    "stage": 3,
    "stage_name": "Distribution",
    "phase": "3c",
    "phase_label": "Stage 3C \u00b7 Breakdown watch",
    "transition": "stage_3_to_4_watch",
    "transition_label": "Stage 3 \u2192 4 watch",
    "confidence": 89.544,
    "architecture_regime": "rotation_down",
    "architecture_regime_label": "Rotation Down",
    "architecture_modifier": "Structural failure",
    "architecture_gate": "mixed",
    "architecture_direction": -49.685,
    "architecture_energy": 62.965,
    "architecture_maturity": 19.685,
    "architecture_confidence": 77.421,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "The Activity Line structure is rotating downward.",
        "body": "Fast Activity is weakening relative to Slow Activity and price acceptance is deteriorating. Persistent negative Trend confirmation would establish Downward Expansion."
      },
      "scores": {
        "balance": 38.52,
        "rotation_up": 14.21,
        "upward_expansion": 26.94,
        "deceleration": 50.3,
        "rotation_down": 64.77,
        "downward_expansion": 47.27
      },
      "activity_lines": [
        134.266663,
        140.938178,
        147.91614,
        144.811374
      ],
      "activity_state": "Moderate",
      "activity_direction": "Expanding",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.166667
    },
    "latest_close": 110.0,
    "trend_reference": 141.218999,
    "distance_from_trend": -0.221068,
    "trend_direction": "Weakening",
    "fair_value": 89.996602,
    "distance_from_fair_value": 0.222268,
    "fair_value_direction": "Weakening",
    "relative_strength": -21.536775,
    "relative_strength_direction": "Weakening",
    "price_momentum": 0.018047,
    "excess_performance": 0.072714,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.221068,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.012993,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.222268,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.595143,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.215368,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.331325,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.018047,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.35014,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 714,
      "relative_activity": 1.309491,
      "balance": 1.35014,
      "dry_up": 0.327373,
      "accumulation_observations": 1,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.098322,
      "annualized_volatility": 0.749342,
      "from_high_reference": -0.502262,
      "from_low_reference": 0.583189
    },
    "levels": {
      "trend_reference": 141.218999,
      "fair_value_reference": 89.996602,
      "structural_low": 108.050003,
      "invalidation": "A decisive breakout above range resistance with renewed RS leadership invalidates the distribution reading; a range-low break confirms deterioration."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 11,
        "median_return": 0.03182,
        "positive_rate": 0.545455,
        "directional_follow_through": 0.272727,
        "median_excess_return": 0.003449,
        "regime_survival": 0.363636,
        "best_return": 0.09872,
        "worst_return": -0.252609,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 6,
        "median_return": -0.095938,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.666667,
        "median_excess_return": -0.139545,
        "regime_survival": 0.0,
        "best_return": 0.351226,
        "worst_return": -0.34811,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 6,
        "median_return": -0.069841,
        "positive_rate": 0.166667,
        "directional_follow_through": 0.833333,
        "median_excess_return": -0.051225,
        "regime_survival": 0.333333,
        "best_return": 0.018047,
        "worst_return": -0.722705,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 4,
        "median_return": 0.067021,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.068254,
        "regime_survival": 0.25,
        "best_return": 4.01625,
        "worst_return": -0.876618,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-12-20",
        "end": "2025-02-07",
        "tenure": "Developing",
        "return": -0.24,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-02-14",
        "end": "2025-02-21",
        "tenure": "New",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-02-28",
        "end": "2025-07-18",
        "tenure": "Established",
        "return": -0.072325,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-07-25",
        "end": "2025-08-01",
        "tenure": "New",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-08-08",
        "end": "2025-08-22",
        "tenure": "New",
        "return": 0.166954,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-08-29",
        "end": "2025-09-19",
        "tenure": "New",
        "return": 0.086022,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-09-26",
        "end": "2025-12-05",
        "tenure": "Developing",
        "return": 0.503148,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-12-12",
        "end": "2026-01-30",
        "tenure": "Developing",
        "return": -0.057534,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2026-02-06",
        "end": "2026-03-27",
        "tenure": "Developing",
        "return": 0.125405,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2026-04-03",
        "end": "2026-04-24",
        "tenure": "New",
        "return": 0.282895,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2026-05-01",
        "end": "2026-06-05",
        "tenure": "Developing",
        "return": 0.108974,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2026-06-12",
        "end": "2026-06-26",
        "tenure": "New",
        "return": -0.153757,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2026-07-03",
        "end": "2026-07-31",
        "tenure": "Developing",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2026-08-07",
        "end": "2026-08-07",
        "tenure": "New",
        "return": 0.0,
        "active": true
      }
    ],
    "chart_path": [
      {
        "date": "2023-08-18",
        "close": 29.25,
        "volume": 74,
        "typical_volume": 936.35,
        "trend": 47.760334,
        "fair_value": 190.819249,
        "relative_strength": -68.077794,
        "stage": 4,
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      },
      {
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      {
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        "close": 146.0,
        "volume": 3816,
        "typical_volume": 943.6,
        "trend": 142.170334,
        "fair_value": 80.334039,
        "relative_strength": 11.595686,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "mixed",
        "direction": 27.514489,
        "energy": 64.682159,
        "activity_lines": [
          149.555333,
          140.535818,
          134.809476,
          137.281097
        ]
      },
      {
        "date": "2026-05-15",
        "close": 146.0,
        "volume": 0,
        "typical_volume": 932.05,
        "trend": 142.503667,
        "fair_value": 80.9975,
        "relative_strength": 13.802624,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "mixed",
        "direction": 27.055313,
        "energy": 64.229094,
        "activity_lines": [
          149.266667,
          142.795818,
          135.915381,
          137.528172
        ]
      },
      {
        "date": "2026-05-22",
        "close": 162.0,
        "volume": 877,
        "typical_volume": 973.9,
        "trend": 142.931334,
        "fair_value": 81.763526,
        "relative_strength": 24.260233,
        "stage": 2,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "mixed",
        "direction": 49.024277,
        "energy": 72.811516,
        "activity_lines": [
          153.333333,
          147.453091,
          138.511714,
          138.786
        ]
      },
      {
        "date": "2026-05-29",
        "close": 185.399994,
        "volume": 87,
        "typical_volume": 953.25,
        "trend": 143.078,
        "fair_value": 82.738526,
        "relative_strength": 39.701215,
        "stage": 2,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "mixed",
        "direction": 68.193569,
        "energy": 86.906327,
        "activity_lines": [
          164.066665,
          155.577999,
          143.227095,
          141.525914
        ]
      },
      {
        "date": "2026-06-05",
        "close": 173.0,
        "volume": 0,
        "typical_volume": 932.3,
        "trend": 142.178,
        "fair_value": 83.634039,
        "relative_strength": 33.423632,
        "stage": 2,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "up",
        "direction": 77.212127,
        "energy": 90.252193,
        "activity_lines": [
          168.706665,
          160.288363,
          146.554857,
          143.456365
        ]
      },
      {
        "date": "2026-06-12",
        "close": 173.0,
        "volume": 0,
        "typical_volume": 894.75,
        "trend": 143.044667,
        "fair_value": 84.498141,
        "relative_strength": 28.302842,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 68.95635,
        "energy": 88.334652,
        "activity_lines": [
          172.213332,
          164.064181,
          149.750571,
          145.444882
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      },
      {
        "date": "2026-06-19",
        "close": 141.0,
        "volume": 0,
        "typical_volume": 891.75,
        "trend": 142.928,
        "fair_value": 85.158398,
        "relative_strength": 4.198413,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 53.730071,
        "energy": 52.490321,
        "activity_lines": [
          163.253333,
          161.087272,
          149.812952,
          145.312968
        ]
      },
      {
        "date": "2026-06-26",
        "close": 146.399994,
        "volume": 0,
        "typical_volume": 547.8,
        "trend": 142.908,
        "fair_value": 85.853269,
        "relative_strength": 8.108871,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 44.050348,
        "energy": 29.695328,
        "activity_lines": [
          156.426664,
          158.916362,
          150.446761,
          145.536967
        ]
      },
      {
        "date": "2026-07-03",
        "close": 146.399994,
        "volume": 0,
        "typical_volume": 547.8,
        "trend": 142.376666,
        "fair_value": 86.535321,
        "relative_strength": 7.654028,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 32.627565,
        "energy": 28.640252,
        "activity_lines": [
          150.639996,
          156.719997,
          150.897951,
          145.762257
        ]
      },
      {
        "date": "2026-07-10",
        "close": 146.399994,
        "volume": 0,
        "typical_volume": 547.05,
        "trend": 141.845333,
        "fair_value": 87.24609,
        "relative_strength": 7.834165,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 23.804264,
        "energy": 32.921456,
        "activity_lines": [
          147.453329,
          154.698178,
          151.166522,
          146.021827
        ]
      },
      {
        "date": "2026-07-17",
        "close": 146.399994,
        "volume": 0,
        "typical_volume": 546.15,
        "trend": 141.792,
        "fair_value": 87.976218,
        "relative_strength": 6.892524,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 20.830038,
        "energy": 28.39312,
        "activity_lines": [
          146.039994,
          152.850905,
          151.410807,
          146.315676
        ]
      },
      {
        "date": "2026-07-24",
        "close": 146.399994,
        "volume": 0,
        "typical_volume": 545.6,
        "trend": 142.038999,
        "fair_value": 88.721538,
        "relative_strength": 6.495864,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 10.144709,
        "energy": 20.549788,
        "activity_lines": [
          146.399994,
          150.996359,
          151.536045,
          146.612966
        ]
      },
      {
        "date": "2026-07-31",
        "close": 146.399994,
        "volume": 0,
        "typical_volume": 514.1,
        "trend": 142.285666,
        "fair_value": 89.474102,
        "relative_strength": 4.860199,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 11.302444,
        "energy": 16.979792,
        "activity_lines": [
          146.399994,
          149.13454,
          151.52533,
          146.89432
        ]
      },
      {
        "date": "2026-08-07",
        "close": 110.0,
        "volume": 714,
        "typical_volume": 545.25,
        "trend": 141.218999,
        "fair_value": 89.996602,
        "relative_strength": -21.536775,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Structural failure",
        "gate": "mixed",
        "direction": -49.684965,
        "energy": 62.965095,
        "activity_lines": [
          134.266663,
          140.938178,
          147.91614,
          144.811374
        ]
      }
    ],
    "method": {
      "price_basis": "completed market observations",
      "trend": "Trend provides the primary directional reference.",
      "fair_value": "Fair Value provides long-term price context and is not a forecast or target.",
      "relative_strength": "Relative Strength shows leadership or lagging performance against the market benchmark.",
      "classification": "The SM framework combines Trend, Activity, Fair Value, Relative Strength and participation into a structural read."
    }
  }
}